{"product_id":"modern-applied-statistics-with-s-von-william-n-venables-brian-d-ripley","title":"Modern Applied Statistics with S","description":"S is a powerful environment for the statistical and graphical analysis \nof data. It provides the tools to implement many statistical ideas \nthat have been made possible by the widespread availability of \nworkstations having good graphics and computational capabilities. This \nbook is a guide to using S environments to perform statistical \nanalyses and provides both an introduction to the use of S and a \ncourse in modern statistical methods. Implementations of S are \navailable commercially in S-PLUS(R) workstations and as the Open \nSource R for a wide range of computer systems. \nThe aim of this book is to show how to use S as a powerful and \ngraphical data analysis system. Readers are assumed to have a basic \ngrounding in statistics, and so the book is intended for would-be \nusers of S-PLUS or R and both students and researchers using \nstatistics. Throughout, the emphasis is on presenting practical \nproblems and full analyses of real data sets. Many of the methods \ndiscussed are state of the art approaches to topics such as linear, \nnonlinear and smooth regression models, tree-based methods, \nmultivariate analysis, pattern recognition, survival analysis, time \nseries and spatial statistics. Throughout modern techniques such as \nrobust methods, non-parametric smoothing and bootstrapping are used \nwhere appropriate. \nThis fourth edition is intended for users of S-PLUS 6.0 or R 1.5.0 or \nlater. A substantial change from the third edition is updating for the \ncurrent versions of S-PLUS and adding coverage of R. The introductory \nmaterial has been rewritten to emphasis the import, export and \nmanipulation of data. Increased computational power allows even more \ncomputer-intensive methods to be used, and methods such as GLMMs,\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781441930088\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781441930088","offer_id":39415104962653,"sku":"9781441930088","price":181.89,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/4bb34734-1a3e-4113-beed-fa26fc8bf433.jpg?v=1772256275","url":"https:\/\/shop.autorenwelt.de\/products\/modern-applied-statistics-with-s-von-william-n-venables-brian-d-ripley","provider":"Autorenwelt Shop","version":"1.0","type":"link"}